diff --git a/cfg/alexnet.cfg b/cfg/alexnet.cfg
index 8205c40d..79c5351a 100644
--- a/cfg/alexnet.cfg
+++ b/cfg/alexnet.cfg
@@ -1,6 +1,6 @@
 [net]
 batch=128
-subdivisions=1
+subdivisions=128
 height=256
 width=256
 channels=3
diff --git a/cfg/strided.cfg b/cfg/strided.cfg
index 6c6628ec..8349e81b 100644
--- a/cfg/strided.cfg
+++ b/cfg/strided.cfg
@@ -1,6 +1,6 @@
 [net]
 batch=128
-subdivisions=2
+subdivisions=128
 height=256
 width=256
 channels=3
diff --git a/cfg/vgg-16.cfg b/cfg/vgg-16.cfg
index 7b5b74ae..f3f83b2e 100644
--- a/cfg/vgg-16.cfg
+++ b/cfg/vgg-16.cfg
@@ -1,6 +1,6 @@
 [net]
 batch=128
-subdivisions=8
+subdivisions=128
 height=256
 width=256
 channels=3